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134. In a recent Zogby International Poll, nine of 48 respondents rated the likelihood of a terrorist attack in their community as "likely" or "very likely." Use the "plus-four" method to create a 97% confidence interval for the proportion of American adults who believe that a terrorist attack in their community is likely or very likely. Explain what this confidence interval means in the context of the problem.

Short Answer

Expert verified

The proportion of American adults who feel a terrorist attack in their town is likely or extremely likely is 0.089≤p≤0.334, according to a 97% two-sided CL estimate.

Step by step solution

01

Introduction

The given data is about the survey based on the likelihood of the terrorist attacks in their community

The objective is to find the confident interval of the context

02

Step 1 

If the proportion of observations in a random sample of size nthat belong to a class of interest is p^, an approximate 100(1-α)%confidence interval on the proportion pof the population that belongs to this class isp^.

p^-zα2p^(1-p^)n≤p≤p^+zα2p^(1-p^)n

where za2is the upperα2percentage point of the standard normal distribution.

Nine x=9 of n=48respondents in a recent Zogby International Poll evaluated the likelihood of a terrorist attack in their neighborhood as "likely" or "extremely likely."

If we utilize the plus-four approach, n'=n+4=52 and x'=x+2=11 are the results.

As a result, the point estimate for the population proportion p is p^=x'n'=1152=0.21.

03

Step 2

For 97% two-sided confidence interval,

α2=1-0.972=0.015,

and

zd2=2.17.

As a result, a 97%two-sided CL estimate for the proportion of American adults who believe a terrorist attack in their town is likely or very likely is derived from Equations.

0.21-2.170.21(1-0.21)52≤p≤0.21+2.170.21(1-0.21)52

It is simplified as,

0.089≤p≤0.334

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